When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

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This course is currently available only to learners who have paid or received financial aid, when available.

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Responsible AI for Developers: Privacy & Safety

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Responsible AI for Developers: Privacy & Safety

This course is part of Responsible AI for Developers Specialization

Instructor: Google Cloud Training

Included with

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5 modules

Gain insight into a topic and learn the fundamentals.

12 reviews

Intermediate level

Some related experience required

5 hours to complete

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

12 reviews

Intermediate level

Some related experience required

5 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Define what AI privacy and AI safety is.
Describe methods used to address AI privacy in both data and models.
List key considerations for AI safety implementation.
Describe techniques used when implementing AI safety.

Skills you'll gain

Tools you'll learn

Generative AI

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

2 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Responsible AI for Developers Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 5 modules in this course

This course introduces important topics of AI privacy and safety. It explores practical methods and tools to implement AI privacy and safety recommended practices through the use of Google Cloud products and open-source tools.

This module introduces the course structure and objectives.

What's included

1 video

This module focuses on AI Privacy. It provides various techniques and tools to help achieve privacy in data and machine learning training.

What's included

8 videos1 assignment1 app item1 plugin

8 videos Total 35 minutes

Overview of AI Privacy 3 minutes
Privacy in Training Data: De-identification techniques 8 minutes
Privacy in Training Data: Randomization techniques 6 minutes
Privacy in Machine Learning Training: DP-SGD 3 minutes
Privacy in Machine Learning Training: Federated Learning 7 minutes
System Security on Google Cloud 4 minutes
System Security on Gen AI 4 minutes
Lab: Differential Privacy in Machine Learning with TensorFlow Privacy 1 minute

1 assignment Total 6 minutes

Quiz - AI Privacy 6 minutes

1 app item Total 90 minutes

Lab: Differential Privacy in Machine Learning with TensorFlow Privacy 90 minutes

1 plugin Total 15 minutes

Accessing and completing labs 15 minutes

This module focuses on AI Safety. It provides various techniques and tools to help achieve safety in AI.

What's included

7 videos1 assignment1 app item

7 videos Total 35 minutes

Overview of AI Safety 5 minutes
Safety Evaluation 7 minutes
Harms Prevention 8 minutes
Model Traing for Safety: Instruction Fine-tuning 4 minutes
Model Traing for Safety: RLHF 3 minutes
Safety in Google Cloud GenAI 7 minutes
Lab: Safeguarding with Vertex AI Gemini API 0 minutes

1 assignment Total 6 minutes

Quiz - AI Safety 6 minutes

1 app item Total 90 minutes

Lab: Safeguarding with Vertex AI Gemini API 90 minutes

This module provides a summary of the entire course by covering the most important concepts, tools, and technologies.

What's included

1 video1 reading

Student PDF links to all modules

What's included

1 reading

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Google Cloud Training

Google Cloud

2,113 Courses 4,016,582 learners

Offered by

Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.